Rajeev Irny

CTO

Bengaluru, Karnataka, India11 yrs experience

Most Likely To SwitchHighly Stable

Key Highlights

Expert in AI and computer vision for flagship smartphones.
Filed 3 US patents in AI technologies.
Research on leveraging knowledge graphs for enhanced semantics.

Stackforce AI infers this person is a Senior Applied Data Scientist specializing in AI and machine learning for consumer electronics.

Contact

Skills

Core Skills

Machine LearningDeep LearningKnowledge GraphsNatural Language Processing

Other Skills

Mining Big DataOntology EngineeringLinked DataGenerative AIStable DiffusionPython (Programming Language)CJAVAPHPHTMLCSSLinuxRed Hat LinuxJoomlaCore Java

About

A Senior Applied Data Scientist with 7+ years of experience, I have been instrumental in designing, developing, and implementing cutting-edge AI (computer-vision) models for Samsung's flagship smartphones viz. Samsung Galaxy S24/S25, Flip, and Fold. Leveraging the power of Diffusion (Latent Diffusion) models, I have been at the forefront of developing best-in-industry imaging solutions for the Samsung Galaxy Flagship Smartphones. I have also been actively involved in updating several IPs with Generative AI capabilities, reflecting Samsung's commitment to pushing boundaries and exploring innovative solutions. Prior to my current role, as a graduate student at IIT Madras, I explored techniques to leverage crowd-sourced knowledge bases like Wikipedia and Knowledge Graphs like DBpedia, YAGO, and NELL to add semantics to existing computing systems. We proposed an effective semantics-aware technique to work with knowledge graphs (modeled as Linked data) and derive useful axioms from data

Experience

Samsung r&d institute india - bangalore

3 roles

Chief Engineer

Promoted

Mar 2023 – Present · 3 yrs

Lead the design, development and optimization of vision-based Deep Learning (DL) models, implementing cutting-edge techniques to enhance qualitative performance
Develop and refine training strategies to deliver state-of-the-art results
Engage & collaborate with cross-functional teams to facilitate deployment and commercialization of on-device AI models
Proficient in transforming conceptual ideas into tangible intellectual assets - Filed 3 US patents
Acknowledged for pivotal contributions in the development of GenAI (Diffusion) based
use cases for the Galaxy smartphone devices

Machine LearningDeep Learning

Lead Engineer

Promoted

Mar 2020 – Mar 2023 · 3 yrs

Part of AI Image Restoration team.
Design and develop Deep learning solutions for image restoration tasks in Samsung Imaging Pipelines.
Solutions developed have been deployed in Flagship Samsung Galaxy S21/S22.

Machine Learning

Senior Software Engineer

Jun 2018 – Mar 2020 · 1 yr 9 mos

Machine Learning

Coursera

Course Mentor

Dec 2016 – Jan 2018 · 1 yr 1 mo

Course mentor for "Pattern Discovery in Data Mining" course taught by Prof. Jiawei Han.

Indian institute of technology, madras

3 roles

RSD 2016, Sponsorship Core

Feb 2016 – Apr 2016 · 2 mos

Placement Coordinator

Jul 2015 – May 2016 · 10 mos

Research Scholar

Jan 2015 – Apr 2018 · 3 yrs 3 mos

My research spanned Knowledge Graphs, Semantic Web Technologies and Natural Language Processing.
My master's thesis explored ways in which we can leverage crowd-sourced knowledge bases like Wikipedia and knowledge graphs like DBpedia, YAGO, NELL to add semantics to existing computing systems. We proposed an effective semantics-aware technique to work with knowledge graphs (modeled as Linked data) and derive useful
knowledge axioms from data.
Key Skills: Knowledge Graphs, Mining Big Data (as RDF Graphs), Natural Language Processing, Machine Learning, Ontology Engineering, Linked Data.

Knowledge GraphsMining Big DataNatural Language ProcessingMachine LearningOntology EngineeringLinked Data